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One GitHub repo

get_repo
Read-onlyIdempotent

Details of one tracked repo by owner/name: stars, forks, language, license, topics, star counts of the last days, gains and ranks per window.

Input Schema

NameRequiredDescriptionDefault
repoYesRepo as owner/name.

Output Schema

NameRequiredDescriptionDefault
urlYes
noteYes
rankYes
repoYes
forksYes
starsYes
sourceYes
topicsYes
licenseYes
languageYes
data_dateYesDay of the latest snapshot, YYYY-MM-DD.
text_noteYes
created_atYes
first_seenYes
github_urlYes
method_urlYesPage that explains how the numbers are made.
descriptionYes
stars_by_dayYesTotal stars at each daily snapshot, oldest first (up to 31).
stars_gainedYes
collecting_sinceYesFirst day of collected data, YYYY-MM-DD.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds the response field list and the word 'tracked,' but it does not explain behavior for untracked repos, freshness of star counts, auth needs, or rate limits; because an output schema exists, the field enumeration is somewhat redundant.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single front-loaded sentence with no filler. It efficiently states the lookup key, the single-repo scope, and the main returned data categories.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple read-only lookup with full parameter schema, complete annotations, and an output schema, the description gives enough context to call the tool correctly with an owner/name. The remaining gaps are edge-case behavior for untracked repos and explicit routing guidance versus sibling tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, and the schema already defines the single repo parameter as 'owner/name' with a pattern and length constraints. The description mirrors this without adding syntax, encoding, or validation details beyond the schema, so the baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly identifies the resource and scope: details of one tracked repository looked up by owner/name, including the specific data fields returned. It implicitly distinguishes itself from search_repos and get_trending by emphasizing a single tracked repo, but it does not name any sibling tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied by 'one tracked repo by owner/name,' meaning the agent should use it when it already has an exact owner/name and wants details for that one repo. However, there is no explicit guidance on when to use this instead of search_repos, get_trending, or how_we_rank, and no stated exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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